The invention provides pharmaceutical compositions, kits, and methods of treating cancer, diabetes, obesity, autoimmune disease, and benign prostatic hyperplasia using compounds that selectively inhibit pyruvate kinase M2 and an assay measuring chemical modulation of pyruvate kinase activity.